{"id":"W4362635161","doi":"10.1021/acsbiomaterials.2c01460","title":"Easy-to-Build and Reusable Microfluidic Device for the Dynamic Culture of Human Bronchial Cystic Fibrosis Epithelia","year":2023,"lang":"en","type":"article","venue":"ACS Biomaterials Science & Engineering","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, Università degli Studi di Napoli Federico II; Istituto Italiano di Tecnologia; Fondazione per la Ricerca sulla Fibrosi Cistica; Università degli Studi di Napoli Federico II","keywords":"Cystic fibrosis; Cystic fibrosis transmembrane conductance regulator; Mucus; Microfluidics; Epithelium; Cilium; Mucociliary clearance; In vitro; Respiratory epithelium; Cell biology; Nanotechnology; Biomedical engineering; Pathology; Chemistry; Biophysics; Materials science; Biology; Medicine; Lung; Internal medicine; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003504117,0.000276131,0.0002500697,0.0002677426,0.0002282635,0.0002602636,0.0002814973,0.0004110219,0.000990506],"category_scores_gemma":[0.0003036289,0.0001538186,0.0003494016,0.0001093297,0.0001438047,0.0001919881,0.00030402,0.0003508665,0.000389393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152956,"about_ca_system_score_gemma":0.0003479991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003227822,"about_ca_topic_score_gemma":0.0006531227,"domain_scores_codex":[0.9998285,0.00002101714,0.00001845307,0.00004752466,0.00005973129,0.00002472743],"domain_scores_gemma":[0.9998856,0.00003939527,0.0000192286,0.00002071116,0.00002266126,0.00001249645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003110132,0.00003235112,0.0002654311,0.0001296504,0.000007603208,0.00008712273,0.00003397447,0.0004835395,0.9882003,0.0004483832,0.0004246485,0.00985587],"study_design_scores_gemma":[0.00002645683,0.0003103931,0.002395247,0.00003736309,0.00003339583,0.0003099444,0.00003073818,0.007099739,0.9723375,0.000171034,0.01721353,0.00003461349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5736251,0.01035021,0.3981395,0.0009391785,0.001353332,0.0009868315,0.004034178,0.002508509,0.008063054],"genre_scores_gemma":[0.725966,0.00354114,0.264053,0.0002799029,0.0000964,0.001330629,0.001308237,0.00008708883,0.003337542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000990506,"threshold_uncertainty_score":0.003313601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414118818521316,"score_gpt":0.2897448562368971,"score_spread":0.2756036680516839,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}